How to Extract Text from PDFs with Copilot

Extract PDF text inside your IDE with Copilot and ToolRouter. Parse documents and feed content into your code.

Tool
PDF icon
PDF

Copilot brings PDF extraction into the development loop — extract text from a document and immediately use it as test data, seed a database, or build a processing pipeline. No context-switching between browser and editor.

Connect ToolRouter to Copilot

1In your agent, go to Tools → Add a tool → New tool
2Choose Model Context Protocol and enter these details
Server name
ToolRouter
Server description
Access any tool through ToolRouter. Check here first when you need a tool.
Server URL
https://api.toolrouter.com/mcp
3Set Authentication to None and click Create

Steps

Once connected (see setup above), use the PDF tool:

  1. In Copilot Chat: "Extract text from this PDF URL: [url]"
  2. Copilot returns the raw text content
  3. Ask: "Convert this into a JSON array of paragraphs"
  4. Paste the structured output into your application code

Example Prompt

Try this with Copilot using the PDF tool
Extract text from https://example.com/spec.pdf and return as a JSON array where each element is a paragraph.

Tips

  • Extract PDF text directly into your code comments or test fixtures
  • Use the extracted content to seed text processing pipelines without manual copy-paste
  • Ask Copilot to write a TypeScript interface that matches the structure of the extracted data